Measurement as Bricolage: Examining How Data Scientists Construct Target Variables for Predictive Modeling Tasks

Luke Guerdan, Devansh Saxena, Stevie Chancellor +2

Data scientists often formulate predictive modeling tasks involving fuzzy, hard-to-define concepts, such as the "authenticity" of student writing or the "healthcare need" of a pati…